CIPHER model shows high performance on binary articulatory EEG tasks but limited discriminability on 11-class CVC phoneme tasks under LOSO validation, serving as a confound-aware benchmark.
The motor somatotopy of speech perception.Current Biology, 19(5):381–385, 2009
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CIPHER: Conformer-based Inference of Phonemes from High-density EEG
CIPHER model shows high performance on binary articulatory EEG tasks but limited discriminability on 11-class CVC phoneme tasks under LOSO validation, serving as a confound-aware benchmark.